Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-25 1.241208 1.525438 1.896136 2.432574 3.221949 4.402762 6.447713
2025-06-01 0.870587 1.171672 1.626503 2.422543 3.942432 7.223791 17.485355
2025-06-08 0.672266 0.952200 1.413201 2.325066 4.430762 10.721808 52.999927
2025-06-15 0.579029 0.856148 1.347988 2.437850 5.500859 19.302683 695.853522
2025-06-22 0.503807 0.767276 1.260249 2.449281 6.378533 33.515949 NaN
2025-06-29 0.441373 0.686001 1.160966 2.379723 6.957832 55.457999 NaN
2025-07-06 0.395236 0.625142 1.086176 2.337188 7.657137 104.272997 NaN
2025-07-13 0.375264 0.609129 1.101448 2.559582 10.234256 695.924713 NaN
2025-07-20 0.352626 0.583680 1.088573 2.692877 12.920128 NaN NaN
2025-07-27 0.326732 0.547600 1.042006 2.688477 14.764489 NaN NaN
2025-08-03 0.300524 0.507423 0.977301 2.587743 15.532688 NaN NaN
2025-08-10 0.284404 0.486268 0.956156 2.649498 18.812795 NaN NaN
2025-08-17 0.272281 0.472578 0.952941 2.795990 25.166960 NaN NaN
2025-08-24 0.256609 0.449389 0.920133 2.798007 29.734906 NaN NaN
2025-08-31 0.239248 0.420664 0.867255 2.680679 30.900689 NaN NaN
2025-09-07 0.230839 0.410960 0.865735 2.820300 43.379860 NaN NaN
2025-09-14 0.220009 0.394599 0.842183 2.834546 53.485607 NaN NaN
2025-09-21 0.207921 0.374243 0.803762 2.748656 57.800186 NaN NaN
2025-09-28 0.197708 0.357371 0.773330 2.696246 65.245191 NaN NaN
2025-10-05 0.195007 0.357704 0.794777 2.971306 132.523852 NaN NaN
2025-10-12 0.190071 0.352225 0.797338 3.137349 257.066586 NaN NaN
2025-10-19 0.182626 0.340043 0.776552 3.131855 372.889173 NaN NaN
2025-10-26 0.173901 0.324119 0.741549 3.006314 391.040977 NaN NaN